Topic
The use of AI agents to perform white-collar tasks like analysis, writing and document creation, with implications for jobs, wages and productivity.
Anthropic published a scenario explorer on 10 September holding three versions of the 2030 US economy. Only one of them would change a staffing plan, and it assumes recursively self-improving systems adopted quickly.
Reality
Anthropic published three scenarios for AI's effect on the US economy without probabilities. The middle one, where AI does half of knowledge work by 2030 while knowledge-worker pay stalls, is the branch a capex plan can actually use.
Reality
The middle case in Anthropic's new model puts US GDP at $36.3 trillion by 2030 with knowledge-worker pay flat, and what separates flat pay from a 10% cut is how quickly displaced people find other work.
Reality
Anthropic's Economics team has put three 2030 paths for the US economy on the record. Divide the GDP figures by the labour share and the top case pays workers the same total out of an economy a third larger.
Reality
Artificial Analysis' AA-Briefcase grades deliverables built from four multi-week projects, but each task starts with no memory of the model's own earlier submissions. Continuity stays unmeasured.
Reality